Estimate / illustrative

Token Waste Calculator.

Enter your current monthly LLM / API spend to see an estimated recoverable range, based on typical routing and mapping recovery. Every figure here is illustrative.

See what routing recovers →

Leak → recoveryLEAK → RECOVERYMonthly spendClassifyExtractDraftManta mapSmall local modelsRecovered spendillustrativeSPENDROUTERECOVER
Leak to recovery. Monthly spend connects to three routine-task leak nodes: classify, extract, and draft. Those nodes meet at a Manta map, then small local models, then recovered spend, labeled illustrative. Phases: spend, route, recover. Decorative illustration.
Answer
The Token Waste Calculator is an estimate / illustrative tool: enter current monthly LLM or API spend and see a typical 30–50% recovery band from right-model routing after a Manta Graph™ map. Figures are illustrative estimates. The Frontier Diagnostic Sprint is $7,500 standard environment / $10,000 regulated environment, 100% creditable toward a GW Slate™ build.

Never train · no rip-and-replace · you own the blueprint and the custom MCP rails

Frontier Diagnostic Sprint or Analog-to-Digital Sprint — $7,500 standard environment / $10,000 regulated environment. Regulated carries more complexity, a wider risk surface, and more security scope, so the map and the controls do more work. One hundred percent of it credits toward your GW Slate™ build. You are buying the first stage of the thing itself. Diagnostic Sprint to begin → GW Slate™ Department from $25,000 → Sovereign Enterprise above that. Every step credits toward the next, and no step asks you to replace anything you already own.

Estimate / illustrative

Size the bleed before you scale the model.

An illustrative estimate to size the opportunity — figures vary by stack and workload.

Estimate / illustrative

$24,000/mo · estimate / illustrative

Range $5,000–$100,000+/mo · estimate / illustrative

Recoverable band · monthly

$7,200–$12,000/mo

30–50% band · estimate / illustrative

Recoverable band · annualized

$86,400–$144,000/yr

×12 · estimate / illustrative

Typical payback of the Sprint at the $7,500 standard environment tier ($10,000 regulated), in month 1.Estimate / illustrative

Teams often recover 30–50% by routing simple tasks to local models. Figures here reflect what teams typically recover and stay illustrative — your actual result depends on your stack and workload. Every figure on this page is an estimate / illustrative.

Your recoverable token spend can more than cover the Sprint.

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Glossary

Definitions this calculator uses.

The token economy audit and the routing the recovery band comes from.

Your recoverable token spend can more than cover the Sprint.

Book the Frontier Diagnostic Sprint · $7,500 standard environment / $10,000 regulated environment — 100% creditable toward GW Slate™.